diff --git a/commands/command.go b/commands/command.go
index f96cbcab6..2852d990e 100644
--- a/commands/command.go
+++ b/commands/command.go
@@ -19,7 +19,6 @@ import (
beegoCache "github.com/beego/beego/v2/client/cache"
_ "github.com/beego/beego/v2/client/cache/memcache"
- "github.com/beego/beego/v2/client/cache/redis"
"github.com/beego/beego/v2/client/orm"
"github.com/beego/beego/v2/core/logs"
"github.com/beego/beego/v2/server/web"
@@ -138,6 +137,7 @@ func RegisterModel() {
new(models.Comment),
new(models.WorkWeixinAccount),
new(models.DingTalkAccount),
+ new(models.ContentReverseIndex),
)
gob.Register(models.Blog{})
gob.Register(models.Document{})
@@ -425,9 +425,9 @@ func ResolveCommand(args []string) {
RegisterCache()
RegisterModel()
RegisterLogger(conf.LogFile)
+ models.InitializeMissingIndexes()
ModifyPassword()
-
}
// 注册缓存管道
@@ -469,14 +469,15 @@ func RegisterCache() {
beegoCache.DefaultEvery = cacheInterval
cache.Init(memory)
} else if cacheProvider == "redis" {
- //设置Redis前缀
- if key := web.AppConfig.DefaultString("cache_redis_prefix", ""); key != "" {
- redis.DefaultKey = key
- }
var redisConfig struct {
Conn string `json:"conn"`
Password string `json:"password"`
DbNum string `json:"dbNum"`
+ Key string `json:"key"`
+ }
+ //设置Redis前缀
+ if key := web.AppConfig.DefaultString("cache_redis_prefix", ""); key != "" {
+ redisConfig.Key = key // 设置Redis前缀，替代原来的 redis.DefaultKey
}
redisConfig.DbNum = "0"
redisConfig.Conn = web.AppConfig.DefaultString("cache_redis_host", "")
diff --git a/controllers/SearchController.go b/controllers/SearchController.go
index 5cb041e16..8375dd3fe 100644
--- a/controllers/SearchController.go
+++ b/controllers/SearchController.go
@@ -10,14 +10,223 @@ import (
"github.com/mindoc-org/mindoc/models"
"github.com/mindoc-org/mindoc/utils"
"github.com/mindoc-org/mindoc/utils/pagination"
+ "github.com/mindoc-org/mindoc/utils/segmenter"
"github.com/mindoc-org/mindoc/utils/sqltil"
)
+// SearchV2Result 用于 IndexV2 的搜索结果结构
+type SearchV2Result struct {
+ SearchType string `json:"search_type"`
+ DocumentId int `json:"doc_id"`
+ DocumentName string `json:"doc_name"`
+ Identify string `json:"identify"`
+ Description string `json:"description"`
+ Author string `json:"author"`
+ ModifyTime interface{} `json:"modify_time"`
+ CreateTime interface{} `json:"create_time"`
+ BookId int `json:"book_id"`
+ BookName string `json:"book_name"`
+ BookIdentify string `json:"book_identify"`
+}
+
+// SearchV2RawResult 底层搜索返回的原始结果，包含倒排索引的分数信息
+type SearchV2RawResult struct {
+ ContentType int // 1-Document 2-Blog
+ ContentId int // 文档ID或博客ID
+ Score float64 // TF-IDF分数
+ WordCounts []int // 各个词的词频
+ SearchType string // "document" 或 "blog"
+ DocumentId int // 文档ID
+ DocumentName string // 文档名称/博客标题
+ Identify string // 文档标识/博客标识
+ Description string // 描述
+ Content string // 原始内容
+ Author string // 作者
+ ModifyTime interface{} // 修改时间
+ CreateTime interface{} // 创建时间
+ BookId int // 项目ID (仅Document)
+ BookName string // 项目名称 (仅Document)
+ BookIdentify string // 项目标识 (仅Document)
+ BlogId int // 博客ID (仅Blog)
+ BlogTitle string // 博客标题 (仅Blog)
+ BlogIdentify string // 博客标识 (仅Blog)
+ BlogExcerpt string // 博客摘要 (仅Blog)
+}
+
+// PerformSearchV2Raw 执行倒排索引搜索的底层函数，返回原始结果
+func PerformSearchV2Raw(keyword string, pageIndex, pageSize int, memberId int) ([]*SearchV2RawResult, []string, int, error) {
+ // 使用分词器对关键词进行分词
+ words := segmenter.Segment(keyword)
+ if len(words) == 0 {
+ // 如果分词结果为空，直接使用原关键词
+ words = []string{keyword}
+ }
+
+ // 使用倒排索引模型进行搜索
+ index := models.NewContentReverseIndex()
+ results, totalCount, err := index.FindByWordsWithPagination(words, pageIndex, pageSize)
+ if err != nil {
+ return nil, words, 0, err
+ }
+
+ // 构建返回结果
+ searchResults := make([]*SearchV2RawResult, 0)
+ for _, result := range results {
+ item := &SearchV2RawResult{
+ ContentType: result.ContentType,
+ ContentId: result.ContentId,
+ Score: result.Score,
+ WordCounts: result.WordCounts,
+ }
+
+ // 根据内容类型获取详细信息
+ if result.ContentType == 1 {
+ // Document类型
+ doc, err := models.NewDocument().Find(result.ContentId)
+ if err == nil {
+ // 检查文档权限
+ book, bookErr := models.NewBook().Find(doc.BookId)
+ if bookErr != nil {
+ continue
+ }
+
+ item.SearchType = "document"
+ item.DocumentId = doc.DocumentId
+ item.DocumentName = doc.DocumentName
+ item.BookId = doc.BookId
+ item.BookName = book.BookName
+ item.Identify = doc.Identify
+ item.BookIdentify = book.Identify
+ item.CreateTime = doc.CreateTime
+ item.ModifyTime = doc.ModifyTime
+ item.Content = doc.Release
+
+ // 获取作者信息
+ if doc.MemberId > 0 {
+ member, _ := models.NewMember().Find(doc.MemberId, "real_name", "account")
+ if member != nil {
+ if member.RealName != "" {
+ item.Author = member.RealName
+ } else {
+ item.Author = member.Account
+ }
+ }
+ }
+
+ // 提取描述
+ description := doc.Release
+ if description == "" {
+ description = doc.Markdown
+ }
+ // 去除HTML标签
+ description = utils.StripTags(description)
+ if len([]rune(description)) > 100 {
+ description = string([]rune(description)[:100]) + "..."
+ }
+ item.Description = description
+
+ searchResults = append(searchResults, item)
+ }
+ } else if result.ContentType == 2 {
+ // Blog类型
+ blog, err := models.NewBlog().Find(result.ContentId)
+ if err == nil {
+ item.SearchType = "blog"
+ item.BlogId = blog.BlogId
+ item.BlogTitle = blog.BlogTitle
+ item.DocumentId = blog.BlogId
+ item.DocumentName = blog.BlogTitle
+ item.BlogIdentify = blog.BlogIdentify
+ item.Identify = blog.BlogIdentify
+ item.BlogExcerpt = blog.BlogExcerpt
+ item.CreateTime = blog.Created
+ item.ModifyTime = blog.Modified
+ item.Content = blog.BlogRelease
+
+ // 获取作者信息
+ if blog.MemberId > 0 {
+ member, _ := models.NewMember().Find(blog.MemberId, "real_name", "account")
+ if member != nil {
+ if member.RealName != "" {
+ item.Author = member.RealName
+ } else {
+ item.Author = member.Account
+ }
+ }
+ }
+
+ // 提取描述
+ description := blog.BlogExcerpt
+ if description == "" {
+ description = blog.BlogRelease
+ if description == "" {
+ description = blog.BlogContent
+ }
+ }
+ description = utils.StripTags(description)
+ if len([]rune(description)) > 100 {
+ description = string([]rune(description)[:100]) + "..."
+ }
+ item.Description = description
+
+ searchResults = append(searchResults, item)
+ }
+ }
+ }
+
+ return searchResults, words, totalCount, nil
+}
+
+// performSearchV2 执行倒排索引搜索，返回 SearchV2Result 列表
+func (c *SearchController) performSearchV2(keyword string, pageIndex, pageSize int) ([]*SearchV2Result, int, error) {
+ memberId := 0
+ if c.Member != nil {
+ memberId = c.Member.MemberId
+ }
+ rawResults, words, totalCount, err := PerformSearchV2Raw(keyword, pageIndex, pageSize, memberId)
+ if err != nil {
+ return nil, 0, err
+ }
+
+ // 转换为 SearchV2Result
+ searchResults := make([]*SearchV2Result, 0, len(rawResults))
+ for _, raw := range rawResults {
+ item := &SearchV2Result{
+ SearchType: raw.SearchType,
+ DocumentId: raw.DocumentId,
+ DocumentName: raw.DocumentName,
+ Identify: raw.Identify,
+ Description: raw.Description,
+ Author: raw.Author,
+ ModifyTime: raw.ModifyTime,
+ CreateTime: raw.CreateTime,
+ BookId: raw.BookId,
+ BookName: raw.BookName,
+ BookIdentify: raw.BookIdentify,
+ }
+ searchResults = append(searchResults, item)
+ }
+
+ // 高亮关键词
+ for _, item := range searchResults {
+ for _, word := range words {
+ if word != "" {
+ item.DocumentName = strings.Replace(item.DocumentName, word, ""+word+"", -1)
+ if item.Description != "" {
+ item.Description = strings.Replace(item.Description, word, ""+word+"", -1)
+ }
+ }
+ }
+ }
+
+ return searchResults, totalCount, nil
+}
+
type SearchController struct {
BaseController
}
-//搜索首页
+// 搜索首页
func (c *SearchController) Index() {
c.Prepare()
c.TplName = "search/index.tpl"
@@ -82,7 +291,7 @@ func (c *SearchController) Index() {
}
}
-//搜索用户
+// 搜索用户
func (c *SearchController) User() {
c.Prepare()
key := c.Ctx.Input.Param(":key")
@@ -120,3 +329,143 @@ func (c *SearchController) User() {
c.JsonResult(0, "OK", result)
}
+
+// IndexV2 使用倒排索引的搜索页面
+func (c *SearchController) IndexV2() {
+ c.Prepare()
+ c.TplName = "search/index.tpl"
+
+ // 如果没有开启你们访问则跳转到登录
+ if !c.EnableAnonymous && c.Member == nil {
+ c.Redirect(conf.URLFor("AccountController.Login"), 302)
+ return
+ }
+
+ keyword := strings.TrimSpace(c.GetString("keyword"))
+ pageIndex, _ := c.GetInt("page", 1)
+ pageSize := conf.PageSize
+
+ c.Data["BaseUrl"] = c.BaseUrl()
+
+ if keyword != "" {
+ c.Data["Keyword"] = keyword
+
+ searchResult, totalCount, err := c.performSearchV2(keyword, pageIndex, pageSize)
+
+ if err != nil {
+ logs.Error("搜索失败 ->", err)
+ return
+ }
+ if totalCount > 0 {
+ pager := pagination.NewPagination(c.Ctx.Request, totalCount, conf.PageSize, c.BaseUrl())
+ c.Data["PageHtml"] = pager.HtmlPages()
+ } else {
+ c.Data["PageHtml"] = ""
+ }
+
+ // 处理结果中的一些字段
+ for _, item := range searchResult {
+ if item.Identify == "" {
+ item.Identify = strconv.Itoa(item.DocumentId)
+ }
+ }
+
+ c.Data["Lists"] = searchResult
+ }
+}
+
+// SearchV2 使用倒排索引进行搜索
+func (c *SearchController) SearchV2() {
+ c.Prepare()
+ memberId := 0
+ if c.Member != nil {
+ memberId = c.Member.MemberId
+ }
+
+ // 如果没有开启匿名访问且未登录则返回错误
+ if !c.EnableAnonymous && c.Member == nil {
+ c.JsonResult(401, "请先登录")
+ return
+ }
+
+ keyword := strings.TrimSpace(c.GetString("keyword"))
+ if keyword == "" {
+ c.JsonResult(400, "搜索关键词不能为空")
+ return
+ }
+
+ pageIndex, _ := c.GetInt("page", 1)
+ pageSize, _ := c.GetInt("page_size", 10)
+
+ // 使用底层搜索函数
+ rawResults, words, totalCount, err := PerformSearchV2Raw(keyword, pageIndex, pageSize, memberId)
+ if err != nil {
+ logs.Error("倒排索引搜索失败 ->", err)
+ c.JsonResult(500, "搜索失败")
+ return
+ }
+
+ // 构建返回结果
+ searchResults := make([]map[string]interface{}, 0)
+ for _, raw := range rawResults {
+ item := make(map[string]interface{})
+ item["content_type"] = raw.ContentType
+ item["content_id"] = raw.ContentId
+ item["score"] = raw.Score
+ item["word_counts"] = raw.WordCounts
+ item["content"] = raw.Content
+
+ if raw.ContentType == 1 {
+ // Document类型
+ item["type"] = "document"
+ item["document_id"] = raw.DocumentId
+ item["document_name"] = raw.DocumentName
+ item["book_id"] = raw.BookId
+ item["book_name"] = raw.BookName
+ item["identify"] = raw.Identify
+ item["book_identify"] = raw.BookIdentify
+ item["create_time"] = raw.CreateTime
+ item["modify_time"] = raw.ModifyTime
+ item["description"] = raw.Description
+ } else if raw.ContentType == 2 {
+ // Blog类型
+ item["type"] = "blog"
+ item["blog_id"] = raw.BlogId
+ item["blog_title"] = raw.BlogTitle
+ item["blog_identify"] = raw.BlogIdentify
+ item["blog_excerpt"] = raw.BlogExcerpt
+ item["create_time"] = raw.CreateTime
+ item["modify_time"] = raw.ModifyTime
+ }
+ searchResults = append(searchResults, item)
+ }
+
+ // 高亮关键词
+ for _, item := range searchResults {
+ for _, word := range words {
+ if word != "" {
+ if title, ok := item["document_name"]; ok {
+ item["document_name"] = strings.Replace(title.(string), word, ""+word+"", -1)
+ }
+ if title, ok := item["blog_title"]; ok {
+ item["blog_title"] = strings.Replace(title.(string), word, ""+word+"", -1)
+ }
+ if desc, ok := item["description"]; ok {
+ item["description"] = strings.Replace(desc.(string), word, ""+word+"", -1)
+ }
+ if excerpt, ok := item["blog_excerpt"]; ok {
+ item["blog_excerpt"] = strings.Replace(excerpt.(string), word, ""+word+"", -1)
+ }
+ }
+ }
+ }
+
+ responseData := map[string]interface{}{
+ "lists": searchResults,
+ "total": totalCount,
+ "page": pageIndex,
+ "page_size": pageSize,
+ }
+
+ c.JsonResult(0, "OK", responseData)
+}
diff --git a/go.mod b/go.mod
index 8b919dc89..0f017b25a 100644
--- a/go.mod
+++ b/go.mod
@@ -1,62 +1,61 @@
module github.com/mindoc-org/mindoc
-go 1.23
+go 1.23.0
require (
- github.com/PuerkitoBio/goquery v1.8.0
- github.com/beego/beego/v2 v2.0.5
+ github.com/PuerkitoBio/goquery v1.10.2
+ github.com/beego/beego/v2 v2.1.6
github.com/beego/i18n v0.0.0-20161101132742-e9308947f407
- github.com/boombuler/barcode v1.0.1
+ github.com/boombuler/barcode v1.1.0
github.com/go-ldap/ldap/v3 v3.4.4
github.com/howeyc/fsnotify v0.9.0
github.com/kardianos/service v1.2.1
- github.com/lib/pq v1.10.5
+ github.com/lib/pq v1.10.9
github.com/lifei6671/gocaptcha v0.2.0
- github.com/mark3labs/mcp-go v0.38.0
+ github.com/mark3labs/mcp-go v0.45.0
github.com/mattn/go-runewidth v0.0.13
- github.com/mattn/go-sqlite3 v1.14.17
+ github.com/mattn/go-sqlite3 v1.14.34
github.com/nfnt/resize v0.0.0-20180221191011-83c6a9932646
github.com/russross/blackfriday/v2 v2.1.0
+ github.com/yanyiwu/gojieba v1.4.7
)
require (
+ filippo.io/edwards25519 v1.1.0 // indirect
github.com/Azure/go-ntlmssp v0.0.0-20220621081337-cb9428e4ac1e // indirect
github.com/Unknwon/goconfig v1.0.0 // indirect
- github.com/andybalholm/cascadia v1.3.1 // indirect
+ github.com/andybalholm/cascadia v1.3.3 // indirect
github.com/bahlo/generic-list-go v0.2.0 // indirect
github.com/beorn7/perks v1.0.1 // indirect
github.com/bradfitz/gomemcache v0.0.0-20220106215444-fb4bf637b56d // indirect
github.com/buger/jsonparser v1.1.1 // indirect
- github.com/cespare/xxhash/v2 v2.1.2 // indirect
+ github.com/cespare/xxhash/v2 v2.2.0 // indirect
github.com/go-asn1-ber/asn1-ber v1.5.4 // indirect
github.com/go-redis/redis/v7 v7.4.1 // indirect
- github.com/go-sql-driver/mysql v1.6.0 // indirect
+ github.com/go-sql-driver/mysql v1.8.1 // indirect
github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0 // indirect
- github.com/golang/protobuf v1.5.2 // indirect
- github.com/gomodule/redigo v2.0.0+incompatible // indirect
github.com/google/uuid v1.6.0 // indirect
github.com/hashicorp/golang-lru v0.5.4 // indirect
github.com/invopop/jsonschema v0.13.0 // indirect
github.com/mailru/easyjson v0.7.7 // indirect
- github.com/matttproud/golang_protobuf_extensions v1.0.1 // indirect
github.com/mitchellh/mapstructure v1.5.0 // indirect
- github.com/pkg/errors v0.9.1 // indirect
- github.com/prometheus/client_golang v1.13.0 // indirect
- github.com/prometheus/client_model v0.2.0 // indirect
- github.com/prometheus/common v0.37.0 // indirect
- github.com/prometheus/procfs v0.8.0 // indirect
+ github.com/prometheus/client_golang v1.19.0 // indirect
+ github.com/prometheus/client_model v0.5.0 // indirect
+ github.com/prometheus/common v0.48.0 // indirect
+ github.com/prometheus/procfs v0.12.0 // indirect
github.com/rivo/uniseg v0.3.4 // indirect
github.com/shiena/ansicolor v0.0.0-20200904210342-c7312218db18 // indirect
github.com/smartystreets/goconvey v1.7.2 // indirect
github.com/spf13/cast v1.7.1 // indirect
+ github.com/valyala/bytebufferpool v1.0.0 // indirect
github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
- golang.org/x/crypto v0.0.0-20220826181053-bd7e27e6170d // indirect
- golang.org/x/image v0.5.0 // indirect
- golang.org/x/net v0.7.0 // indirect
- golang.org/x/sys v0.5.0 // indirect
- golang.org/x/text v0.7.0 // indirect
- google.golang.org/protobuf v1.28.1 // indirect
- gopkg.in/yaml.v2 v2.4.0 // indirect
+ golang.org/x/crypto v0.33.0 // indirect
+ golang.org/x/image v0.22.0 // indirect
+ golang.org/x/net v0.35.0 // indirect
+ golang.org/x/sync v0.11.0 // indirect
+ golang.org/x/sys v0.30.0 // indirect
+ golang.org/x/text v0.22.0 // indirect
+ google.golang.org/protobuf v1.34.2 // indirect
gopkg.in/yaml.v3 v3.0.1 // indirect
)
diff --git a/go.sum b/go.sum
index 4fe022104..a8cb934d9 100644
--- a/go.sum
+++ b/go.sum
@@ -1,200 +1,72 @@
-cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
-cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
-cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
-cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU=
-cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
-cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc=
-cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0=
-cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To=
-cloud.google.com/go v0.52.0/go.mod h1:pXajvRH/6o3+F9jDHZWQ5PbGhn+o8w9qiu/CffaVdO4=
-cloud.google.com/go v0.53.0/go.mod h1:fp/UouUEsRkN6ryDKNW/Upv/JBKnv6WDthjR6+vze6M=
-cloud.google.com/go v0.54.0/go.mod h1:1rq2OEkV3YMf6n/9ZvGWI3GWw0VoqH/1x2nd8Is/bPc=
-cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKVk=
-cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs=
-cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc=
-cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY=
-cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o=
-cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE=
-cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc=
-cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg=
-cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc=
-cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ=
-cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE=
-cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk=
-cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I=
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@@ -202,29 +74,20 @@ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
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-google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY=
-google.golang.org/grpc v1.26.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
-google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
-google.golang.org/grpc v1.27.1/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
-google.golang.org/grpc v1.28.0/go.mod h1:rpkK4SK4GF4Ach/+MFLZUBavHOvF2JJB5uozKKal+60=
-google.golang.org/grpc v1.29.1/go.mod h1:itym6AZVZYACWQqET3MqgPpjcuV5QH3BxFS3IjizoKk=
-google.golang.org/grpc v1.30.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
-google.golang.org/grpc v1.31.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
-google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
-google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
-google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
-google.golang.org/protobuf v1.20.1-0.20200309200217-e05f789c0967/go.mod h1:A+miEFZTKqfCUM6K7xSMQL9OKL/b6hQv+e19PK+JZNE=
-google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzikPIcrTAo=
-google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
-google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
-google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
-google.golang.org/protobuf v1.24.0/go.mod h1:r/3tXBNzIEhYS9I1OUVjXDlt8tc493IdKGjtUeSXeh4=
-google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
-google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
-google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
-google.golang.org/protobuf v1.28.1 h1:d0NfwRgPtno5B1Wa6L2DAG+KivqkdutMf1UhdNx175w=
-google.golang.org/protobuf v1.28.1/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
-gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
+google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg=
+google.golang.org/protobuf v1.34.2/go.mod h1:qYOHts0dSfpeUzUFpOMr/WGzszTmLH+DiWniOlNbLDw=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15 h1:YR8cESwS4TdDjEe65xsg0ogRM/Nc3DYOhEAlW+xobZo=
gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI=
+gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
+gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
gopkg.in/fsnotify.v1 v1.4.7 h1:xOHLXZwVvI9hhs+cLKq5+I5onOuwQLhQwiu63xxlHs4=
gopkg.in/fsnotify.v1 v1.4.7/go.mod h1:Tz8NjZHkW78fSQdbUxIjBTcgA1z1m8ZHf0WmKUhAMys=
gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 h1:uRGJdciOHaEIrze2W8Q3AKkepLTh2hOroT7a+7czfdQ=
gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7/go.mod h1:dt/ZhP58zS4L8KSrWDmTeBkI65Dw0HsyUHuEVlX15mw=
gopkg.in/yaml.v2 v2.2.1/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-gopkg.in/yaml.v2 v2.2.5/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-gopkg.in/yaml.v2 v2.3.0/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
-honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
-honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
-rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
-rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=
-rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA=
diff --git a/mcp/handler.go b/mcp/handler.go
index e7d31c423..eb5493725 100644
--- a/mcp/handler.go
+++ b/mcp/handler.go
@@ -6,8 +6,7 @@ import (
"github.com/mark3labs/mcp-go/mcp"
"github.com/mindoc-org/mindoc/conf"
- "github.com/mindoc-org/mindoc/models"
- "github.com/mindoc-org/mindoc/utils/sqltil"
+ "github.com/mindoc-org/mindoc/controllers"
)
// GetGlobalSearchMcpTool 获取全局搜索的mcp工具
@@ -16,11 +15,11 @@ func GetGlobalSearchMcpTool() mcp.Tool {
mcp.WithDescription("MinDoc全局文档内容搜索"),
mcp.WithString("keyword",
mcp.Required(),
- mcp.Description("要执行全局搜索的关键词，多个搜索关键词请用空格分割，请使用最少的关键词来检索，结果中只会出现包含全部关键词的结果，过多的无关词会导致更少的检索结果"),
+ mcp.Description("要执行全局搜索的关键词，多个搜索关键词请用空格分割，请尽量使用最精简的关键词来检索，不要输入无关词汇"),
),
mcp.WithNumber("pageIndex",
mcp.Required(),
- mcp.Description("全局搜索时指定分页的顺序下标，每页最多有10条结果，建议只查看1-10页文档内容的搜索结果"),
+ mcp.Description("全局搜索时指定分页的顺序下标，每页最多有10条结果，建议只查看最相关的1-10页文档内容的搜索结果"),
mcp.Enum("1", "2", "3", "4", "5", "6", "7", "8", "9", "10"),
),
)
@@ -57,12 +56,12 @@ func GlobalSearchMcpHandler(ctx context.Context, request mcp.CallToolRequest) (*
}), nil
}
-func globalSearchFunction(keyword string, pageIndex int) (int, []*models.DocumentSearchResult) {
+func globalSearchFunction(keyword string, pageIndex int) (int, []*controllers.SearchV2RawResult) {
memberId := 0
- searchResult, totalCount, err := models.NewDocumentSearchResult().FindToPager(sqltil.EscapeLike(keyword),
- pageIndex, conf.PageSize, memberId)
+ // 使用底层搜索函数
+ searchResult, _, totalCount, err := controllers.PerformSearchV2Raw(keyword, pageIndex, conf.PageSize, memberId)
if err != nil {
- return 0, make([]*models.DocumentSearchResult, 0)
+ return 0, make([]*controllers.SearchV2RawResult, 0)
}
return totalCount, searchResult
}
diff --git a/models/Blog.go b/models/Blog.go
index 269071419..142622cf6 100644
--- a/models/Blog.go
+++ b/models/Blog.go
@@ -247,6 +247,20 @@ func (b *Blog) Save(cols ...string) error {
_, err = o.Insert(b)
}
+ if err == nil && b.BlogId > 0 {
+ // 刷新倒排索引
+ go func(blogId int, blogTitle, blogRelease, blogContent string) {
+ content := blogRelease
+ if content == "" {
+ content = blogTitle + "\n" + blogContent
+ }
+ content = utils.StripTags(content)
+ if err := BuildIndexForBlog(blogId, content); err != nil {
+ logs.Error("构建Blog倒排索引失败 ->", blogId, err)
+ }
+ }(b.BlogId, b.BlogTitle, b.BlogRelease, b.BlogContent)
+ }
+
return err
}
@@ -337,6 +351,10 @@ func (b *Blog) Delete(blogId int) error {
_ = cache.Delete(key)
o := orm.NewOrm()
+ // 删除博客的倒排索引
+ index := NewContentReverseIndex()
+ _ = index.DeleteByContentTypeAndContentId(2, blogId)
+
_, err := o.QueryTable(b.TableNameWithPrefix()).Filter("blog_id", blogId).Delete()
if err != nil {
logs.Error("删除文章失败 ->", err)
diff --git a/models/BookModel.go b/models/BookModel.go
index cfe7cfbc6..a815a06ad 100644
--- a/models/BookModel.go
+++ b/models/BookModel.go
@@ -466,6 +466,30 @@ func (book *Book) ThoroughDeleteBook(id int) error {
return err
}
+ //删除该项目下所有文档的倒排索引
+ if err := o.DoTx(func(ctx context.Context, txOrm orm.TxOrmer) error {
+ // 先查询该项目下的所有文档ID，然后删除对应的倒排索引
+ var docIds []int
+ _, err := txOrm.Raw("SELECT document_id FROM "+NewDocument().TableNameWithPrefix()+" WHERE book_id = ?", book.BookId).QueryRows(&docIds)
+ if err == nil && len(docIds) > 0 {
+ indexTable := NewContentReverseIndex().TableNameWithPrefix()
+ // 删除 content_type=1 (Document) 且 content_id 在 docIds 中的倒排索引
+ placeholders := make([]string, len(docIds))
+ args := make([]interface{}, len(docIds)+1)
+ args[0] = 1 // content_type=1
+ for i, id := range docIds {
+ placeholders[i] = "?"
+ args[i+1] = id
+ }
+ sql := "DELETE FROM " + indexTable + " WHERE content_type = ? AND content_id IN (" + strings.Join(placeholders, ",") + ")"
+ _, _ = txOrm.Raw(sql, args...).Exec()
+ }
+ return nil
+ }); err != nil {
+ // 倒排索引删除失败不影响主流程，记日志即可
+ logs.Error("删除项目文档倒排索引失败 ->", book.BookId, err)
+ }
+
//删除文档
if err := o.DoTx(func(ctx context.Context, txOrm orm.TxOrmer) error {
_, err = txOrm.Raw("DELETE FROM "+NewDocument().TableNameWithPrefix()+" WHERE book_id = ?", book.BookId).Exec()
diff --git a/models/ContentReverseIndex.go b/models/ContentReverseIndex.go
new file mode 100644
index 000000000..0ce325a49
--- /dev/null
+++ b/models/ContentReverseIndex.go
@@ -0,0 +1,498 @@
+package models
+
+import (
+ "crypto/md5"
+ "encoding/hex"
+ "errors"
+ "fmt"
+ "math"
+
+ "github.com/beego/beego/v2/client/orm"
+ "github.com/beego/beego/v2/core/logs"
+ "github.com/mindoc-org/mindoc/conf"
+ "github.com/mindoc-org/mindoc/utils"
+ "github.com/mindoc-org/mindoc/utils/segmenter"
+)
+
+func init() {
+ //go InitializeMissingIndexes()
+}
+
+// ContentReverseIndex 倒排索引结构
+type ContentReverseIndex struct {
+ Id string `orm:"pk;column(id);size(64);description(唯一标识ID)" json:"id"`
+ // Word 分词词汇，最长64个字
+ Word string `orm:"column(word);size(64);index;description(分词词汇)" json:"word"`
+ // ContentType 内容类型：1-Document 2-Blog
+ ContentType int `orm:"column(content_type);type(int);index:idx_content_type_id,priority:1;description(内容类型：1-Document 2-Blog)" json:"content_type"`
+ // ContentId 内容ID，对应DocumentId或BlogId
+ ContentId int `orm:"column(content_id);type(int);index:idx_content_type_id,priority:2;description(内容ID)" json:"content_id"`
+ // WordCount 词频数
+ WordCount int `orm:"column(word_count);type(int);default(0);description(词频数)" json:"word_count"`
+}
+
+// TableName 获取对应数据库表名
+func (c *ContentReverseIndex) TableName() string {
+ return "t_content_reverse_index"
+}
+
+// TableEngine 获取数据使用的引擎
+func (c *ContentReverseIndex) TableEngine() string {
+ return "INNODB"
+}
+
+func (c *ContentReverseIndex) TableNameWithPrefix() string {
+ return conf.GetDatabasePrefix() + c.TableName()
+}
+
+func NewContentReverseIndex() *ContentReverseIndex {
+ return &ContentReverseIndex{}
+}
+
+// Insert 插入倒排索引记录
+func (c *ContentReverseIndex) Insert() error {
+ if c.Id == "" {
+ return errors.New("id不能为空")
+ }
+ if c.Word == "" {
+ return errors.New("分词词汇不能为空")
+ }
+ if c.ContentType != 1 && c.ContentType != 2 {
+ return errors.New("内容类型必须是1(Document)或2(Blog)")
+ }
+ if c.ContentId <= 0 {
+ return errors.New("内容ID必须大于0")
+ }
+
+ o := orm.NewOrm()
+ _, err := o.Insert(c)
+ return err
+}
+
+// DeleteByContentTypeAndContentId 根据内容类型和内容ID删除所有倒排索引记录
+func (c *ContentReverseIndex) DeleteByContentTypeAndContentId(contentType, contentId int) error {
+ if contentType != 1 && contentType != 2 {
+ return errors.New("内容类型必须是1(Document)或2(Blog)")
+ }
+ if contentId <= 0 {
+ return errors.New("内容ID必须大于0")
+ }
+
+ o := orm.NewOrm()
+ _, err := o.QueryTable(c.TableNameWithPrefix()).Filter("content_type", contentType).Filter("content_id", contentId).Delete()
+ return err
+}
+
+// BatchInsert 批量插入倒排索引记录
+func (c *ContentReverseIndex) BatchInsert(indices []*ContentReverseIndex) error {
+ if len(indices) == 0 {
+ return nil
+ }
+
+ o := orm.NewOrm()
+ _, err := o.InsertMulti(len(indices), indices)
+ return err
+}
+
+// ContentReverseIndexResult 倒排索引查询结果结构
+type ContentReverseIndexResult struct {
+ ContentId int `json:"content_id"`
+ ContentType int `json:"content_type"`
+ Score float64 `json:"score"` // TF-IDF分数
+ WordCounts []int `json:"word_counts"` // 各个词的词频
+}
+
+// FindByWordsWithPagination 根据多个分词词汇分页批量查询结果，按IDF值排序
+// words: 分词词汇列表
+// pageIndex: 页码，从1开始
+// pageSize: 每页数量
+func (c *ContentReverseIndex) FindByWordsWithPagination(words []string, pageIndex, pageSize int) ([]*ContentReverseIndexResult, int, error) {
+ if len(words) == 0 {
+ return nil, 0, errors.New("分词词汇列表不能为空")
+ }
+ if pageIndex <= 0 {
+ pageIndex = 1
+ }
+ if pageSize <= 0 {
+ pageSize = 10
+ }
+
+ o := orm.NewOrm()
+ tableName := c.TableNameWithPrefix()
+
+ // 计算总文档数
+ totalDocsSql := "SELECT COUNT(DISTINCT CONCAT(content_type, '-', content_id)) FROM " + tableName
+ var totalDocs int
+ err := o.Raw(totalDocsSql).QueryRow(&totalDocs)
+ if err != nil {
+ return nil, 0, err
+ }
+
+ // 构建IN条件
+ wordPlaceholders := ""
+ wordArgs := make([]any, 0)
+ for i, word := range words {
+ if i > 0 {
+ wordPlaceholders += ","
+ }
+ wordPlaceholders += "?"
+ wordArgs = append(wordArgs, word)
+ }
+ sql := "SELECT word, content_type, content_id, word_count FROM " + tableName +
+ " WHERE word IN (" + wordPlaceholders + ") ORDER BY content_type, content_id"
+ type indexRecord struct {
+ Word string
+ ContentType int
+ ContentId int
+ WordCount int
+ }
+ var records []indexRecord
+ _, err = o.Raw(sql, wordArgs...).QueryRows(&records)
+ if err != nil {
+ return nil, 0, err
+ }
+
+ // 计算各文档的总词数
+ sql = "SELECT content_type, content_id, count(word_count) total_word_count FROM " + tableName +
+ " GROUP BY content_type, content_id"
+ type docWordCountRecord struct {
+ ContentType int
+ ContentId int
+ TotalWordCount int
+ }
+ var docWordCountRecords []docWordCountRecord
+ _, err = o.Raw(sql).QueryRows(&docWordCountRecords)
+ if err != nil {
+ return nil, 0, err
+ }
+
+ docTotalWordCountMap := make(map[string]int)
+ for _, record := range docWordCountRecords {
+ key := fmt.Sprintf("%d-%d", record.ContentType, record.ContentId)
+ docTotalWordCountMap[key] = record.TotalWordCount
+ }
+
+ // 聚合每个(content_type, content_id)的词频和计算TF-IDF
+ contentMap := make(map[string]*ContentReverseIndexResult)
+ for _, record := range records {
+ key := fmt.Sprintf("%d-%d", record.ContentType, record.ContentId)
+ if result, exists := contentMap[key]; exists {
+ result.WordCounts = append(result.WordCounts, record.WordCount)
+ } else {
+ contentMap[key] = &ContentReverseIndexResult{
+ ContentId: record.ContentId,
+ ContentType: record.ContentType,
+ WordCounts: []int{record.WordCount},
+ }
+ }
+ }
+
+ docMapWithWords := make(map[string]int) // 用于计算包含搜索词的文档数
+ // 计算每个文档包含多少个查询词
+ docWordCount := make(map[string]int)
+ for _, record := range records {
+ key := fmt.Sprintf("%d-%d", record.ContentType, record.ContentId)
+ docWordCount[key] += record.WordCount
+ docMapWithWords[key] += 1
+ }
+
+ // 计算IDF并生成结果
+ results := make([]*ContentReverseIndexResult, 0, len(contentMap))
+ for key := range contentMap {
+ result := contentMap[key]
+ // 计算TF：词频之和
+ tf := float64(docWordCount[key]) / float64(docTotalWordCountMap[key]+1)
+ // 计算DF：包含该词的文档数（简化处理，使用该文档包含的查询词数量）
+ df := len(docMapWithWords)
+ // 计算IDF
+ idf := 0.0
+ if df > 0 && totalDocs > 0 {
+ idf = math.Log(float64(totalDocs+1) / float64(df))
+ }
+
+ // 用于根据文档总词数调整TF-IDF的权重，避免总词数过小的文档权重过高
+ alpha := math.Log(1.0+float64(docTotalWordCountMap[key])*0.01) * 100
+ // TF-IDF分数
+ result.Score = float64(tf) * idf * float64(alpha)
+ results = append(results, result)
+ }
+
+ // 按Score降序排序
+ sortResultsByScore(results)
+ totalCount := len(results)
+ // 分页
+ offset := (pageIndex - 1) * pageSize
+ start := offset
+ end := offset + pageSize
+ if start > totalCount {
+ start = totalCount
+ }
+ if end > totalCount {
+ end = totalCount
+ }
+ if start >= end {
+ return nil, totalCount, nil
+ }
+
+ return results[start:end], totalCount, nil
+}
+
+func sortResultsByScore(results []*ContentReverseIndexResult) {
+ for i := 0; i < len(results)-1; i++ {
+ for j := i + 1; j < len(results); j++ {
+ if results[i].Score < results[j].Score {
+ results[i], results[j] = results[j], results[i]
+ }
+ }
+ }
+}
+
+func generateIndexId(contentType, contentId int, word string) string {
+ source := fmt.Sprintf("%d-%d-%s", contentType, contentId, word)
+ hasher := md5.New()
+ hasher.Write([]byte(source))
+ hash := hasher.Sum(nil)
+ return hex.EncodeToString(hash)[:32]
+}
+
+func BuildIndexForDocument(documentId int, content string) error {
+ if documentId <= 0 {
+ return errors.New("文档ID必须大于0")
+ }
+
+ index := NewContentReverseIndex()
+ err := index.DeleteByContentTypeAndContentId(1, documentId)
+ if err != nil {
+ logs.Error("删除文档倒排索引失败 ->", documentId, err)
+ return err
+ }
+
+ words := segmenter.Segment(content)
+ if len(words) == 0 {
+ return nil
+ }
+
+ wordCountMap := make(map[string]int)
+ for _, word := range words {
+ if len(word) > 64 {
+ word = word[:64]
+ }
+ wordCountMap[word]++
+ }
+
+ indices := make([]*ContentReverseIndex, 0, len(wordCountMap))
+ for word, count := range wordCountMap {
+ id := generateIndexId(1, documentId, word)
+
+ indexItem := &ContentReverseIndex{
+ Id: id,
+ Word: word,
+ ContentType: 1,
+ ContentId: documentId,
+ WordCount: count,
+ }
+ indices = append(indices, indexItem)
+ }
+
+ if len(indices) > 0 {
+ err = index.BatchInsert(indices)
+ if err != nil {
+ return fmt.Errorf("批量插入文档倒排索引失败 -> %d %v", documentId, err)
+ }
+ }
+
+ return nil
+}
+
+func BuildIndexForBlog(blogId int, content string) error {
+ if blogId <= 0 {
+ return errors.New("BlogID必须大于0")
+ }
+
+ index := NewContentReverseIndex()
+ err := index.DeleteByContentTypeAndContentId(2, blogId)
+ if err != nil {
+ logs.Error("删除Blog倒排索引失败 ->", blogId, err)
+ return err
+ }
+
+ words := segmenter.Segment(content)
+ if len(words) == 0 {
+ return nil
+ }
+
+ wordCountMap := make(map[string]int)
+ for _, word := range words {
+ if len(word) > 64 {
+ word = word[:64]
+ }
+ wordCountMap[word]++
+ }
+
+ indices := make([]*ContentReverseIndex, 0, len(wordCountMap))
+ for word, count := range wordCountMap {
+ id := generateIndexId(2, blogId, word)
+
+ indexItem := &ContentReverseIndex{
+ Id: id,
+ Word: word,
+ ContentType: 2,
+ ContentId: blogId,
+ WordCount: count,
+ }
+ indices = append(indices, indexItem)
+ }
+
+ if len(indices) > 0 {
+ err = index.BatchInsert(indices)
+ if err != nil {
+ logs.Error("批量插入Blog倒排索引失败 ->", blogId, err)
+ return err
+ }
+ }
+
+ return nil
+}
+
+func CheckDocumentIndexed(documentId int) bool {
+ if documentId <= 0 {
+ return false
+ }
+
+ o := orm.NewOrm()
+ index := NewContentReverseIndex()
+ return o.QueryTable(index.TableNameWithPrefix()).Filter("content_type", 1).Filter("content_id", documentId).Exist()
+}
+
+func CheckBlogIndexed(blogId int) bool {
+ if blogId <= 0 {
+ return false
+ }
+
+ o := orm.NewOrm()
+ index := NewContentReverseIndex()
+ return o.QueryTable(index.TableNameWithPrefix()).Filter("content_type", 2).Filter("content_id", blogId).Exist()
+}
+
+func GetUnindexedDocuments(limit int) ([]*Document, error) {
+ o := orm.NewOrm()
+ var documents []*Document
+ docTable := NewDocument().TableNameWithPrefix()
+ indexTable := NewContentReverseIndex().TableNameWithPrefix()
+
+ sql := "SELECT d.* FROM " + docTable + " d " +
+ "LEFT JOIN " + indexTable + " i ON i.content_type = 1 AND i.content_id = d.document_id " +
+ "WHERE i.id IS NULL " +
+ "ORDER BY d.document_id DESC"
+
+ if limit > 0 {
+ sql += " LIMIT ?"
+ _, err := o.Raw(sql, limit).QueryRows(&documents)
+ return documents, err
+ }
+
+ _, err := o.Raw(sql).QueryRows(&documents)
+ return documents, err
+}
+
+func GetUnindexedBlogs(limit int) ([]*Blog, error) {
+ o := orm.NewOrm()
+ var blogs []*Blog
+ blogTable := NewBlog().TableNameWithPrefix()
+ indexTable := NewContentReverseIndex().TableNameWithPrefix()
+
+ sql := "SELECT b.* FROM " + blogTable + " b " +
+ "LEFT JOIN " + indexTable + " i ON i.content_type = 2 AND i.content_id = b.blog_id " +
+ "WHERE i.id IS NULL " +
+ "ORDER BY b.blog_id DESC"
+
+ if limit > 0 {
+ sql += " LIMIT ?"
+ _, err := o.Raw(sql, limit).QueryRows(&blogs)
+ return blogs, err
+ }
+
+ _, err := o.Raw(sql).QueryRows(&blogs)
+ return blogs, err
+}
+
+// InitializeMissingIndexes 初始化缺失的倒排索引
+func InitializeMissingIndexes() {
+ go func() {
+ logs.Info("开始检查并初始化缺失的倒排索引...")
+ InitializeMissingDocumentIndexes()
+ InitializeMissingBlogIndexes()
+ logs.Info("倒排索引初始化检查完成")
+ }()
+}
+
+func InitializeMissingDocumentIndexes() {
+ batchSize := 100
+ for {
+ documents, err := GetUnindexedDocuments(batchSize)
+ if err != nil {
+ logs.Error("获取未索引文档失败 ->", err)
+ break
+ }
+
+ if len(documents) == 0 {
+ break
+ }
+
+ for _, doc := range documents {
+ indexed := CheckDocumentIndexed(doc.DocumentId)
+ if !indexed {
+ content := doc.Release
+ if content == "" {
+ content = doc.Markdown
+ }
+ for i := 0; i < 10; i++ { // 标题内容"十分"重要
+ content = doc.DocumentName + "\n" + content
+ }
+ content = utils.StripTags(content)
+ err := BuildIndexForDocument(doc.DocumentId, content)
+ if err != nil {
+ logs.Error("构建文档倒排索引失败 ->", doc.DocumentId, err)
+ } else {
+ logs.Info("文档倒排索引构建成功 ->", doc.DocumentId)
+ }
+ }
+ }
+ }
+}
+
+func InitializeMissingBlogIndexes() {
+ batchSize := 100
+ for {
+ blogs, err := GetUnindexedBlogs(batchSize)
+ if err != nil {
+ logs.Error("获取未索引Blog失败 ->", err)
+ break
+ }
+
+ if len(blogs) == 0 {
+ break
+ }
+
+ for _, blog := range blogs {
+ indexed := CheckBlogIndexed(blog.BlogId)
+ if !indexed {
+ content := blog.BlogRelease
+ if content == "" {
+ content = blog.BlogContent
+ }
+ for i := 0; i < 10; i++ { // 标题内容"十分"重要
+ content = blog.BlogTitle + "\n" + content
+ }
+ content = utils.StripTags(content)
+
+ err := BuildIndexForBlog(blog.BlogId, content)
+ if err != nil {
+ logs.Error("构建Blog倒排索引失败 ->", blog.BlogId, err)
+ } else {
+ logs.Info("Blog倒排索引构建成功 ->", blog.BlogId)
+ }
+ }
+ }
+ }
+}
diff --git a/models/DocumentModel.go b/models/DocumentModel.go
index 58a9ff098..2533b7446 100644
--- a/models/DocumentModel.go
+++ b/models/DocumentModel.go
@@ -135,6 +135,10 @@ func (item *Document) RecursiveDocument(docId int) error {
o := orm.NewOrm()
if doc, err := item.Find(docId); err == nil {
+ // 删除文档的倒排索引
+ index := NewContentReverseIndex()
+ _ = index.DeleteByContentTypeAndContentId(1, docId)
+
o.Delete(doc)
NewDocumentHistory().Clear(doc.DocumentId)
}
@@ -149,6 +153,10 @@ func (item *Document) RecursiveDocument(docId int) error {
for _, param := range maps {
if docId, ok := param["document_id"].(string); ok {
id, _ := strconv.Atoi(docId)
+ // 删除子文档的倒排索引
+ index := NewContentReverseIndex()
+ _ = index.DeleteByContentTypeAndContentId(1, id)
+
o.QueryTable(item.TableNameWithPrefix()).Filter("document_id", id).Delete()
item.RecursiveDocument(id)
}
@@ -258,6 +266,18 @@ func (item *Document) ReleaseContent() error {
return err
}
+ // 刷新倒排索引
+ go func(docId int, docName, release, markdown string) {
+ content := docName + "\n" + release
+ if content == "" {
+ content = markdown
+ }
+ content = utils.StripTags(content)
+ if err := BuildIndexForDocument(docId, content); err != nil {
+ logs.Error("error: 构建文档倒排索引失败 ->", docId, err)
+ }
+ }(item.DocumentId, item.DocumentName, item.Release, item.Markdown)
+
return nil
}
diff --git a/routers/router.go b/routers/router.go
index 1f523ca2f..c96e02c5a 100644
--- a/routers/router.go
+++ b/routers/router.go
@@ -262,6 +262,8 @@ func init() {
web.Router("/comment/index", &controllers.CommentController{}, "*:Index")
web.Router("/search", &controllers.SearchController{}, "get:Index")
+ web.Router("/search-v2", &controllers.SearchController{}, "get:IndexV2")
+ web.Router("/api/search-v2", &controllers.SearchController{}, "get:SearchV2")
web.Router("/tag/:key", &controllers.LabelController{}, "get:Index")
web.Router("/tags", &controllers.LabelController{}, "get:List")
diff --git a/utils/segmenter/segmenter.go b/utils/segmenter/segmenter.go
new file mode 100644
index 000000000..ec3b9acc3
--- /dev/null
+++ b/utils/segmenter/segmenter.go
@@ -0,0 +1,74 @@
+package segmenter
+
+import (
+ "os"
+ "path/filepath"
+ "strings"
+ "sync"
+
+ "github.com/beego/beego/v2/core/logs"
+ "github.com/mindoc-org/mindoc/conf"
+ "github.com/yanyiwu/gojieba"
+)
+
+var (
+ // jieba 分词器实例
+ segmenterOnce sync.Once
+ jiebaCut *gojieba.Jieba
+)
+
+// getDictDir 获取词典目录
+func getDictDir() string {
+ // 使用项目根目录下的 conf/jieba 目录
+ return filepath.Join(conf.WorkingDirectory, "conf", "jieba")
+}
+
+// ensureDictDir 确保词典目录存在
+func ensureDictDir() error {
+ dictDir := getDictDir()
+ if _, err := os.Stat(dictDir); os.IsNotExist(err) {
+ return os.MkdirAll(dictDir, 0755)
+ }
+ return nil
+}
+
+// initJieba 初始化 jieba 分词器
+func initJieba() {
+ segmenterOnce.Do(func() {
+ // 确保词典目录存在
+ if err := ensureDictDir(); err != nil {
+ logs.Error("创建词典目录失败 ->", err)
+ }
+ // 创建分词器
+ jiebaCut = gojieba.NewJieba()
+ logs.Info("jieba分词器初始化完成")
+ })
+}
+
+// Segment 中文分词器
+// 使用 jieba 分词库的搜索引擎模式进行分词
+func Segment(text string) []string {
+ text = strings.TrimSpace(text)
+ if text == "" {
+ return []string{}
+ }
+
+ // 初始化分词器
+ initJieba()
+ // 使用 jieba 分词，搜索引擎模式
+ // CutForSearch 第二个参数为 true 表示使用 HMM 模型
+ words := jiebaCut.CutForSearch(text, true)
+ // 过滤结果
+ result := make([]string, 0)
+ for _, word := range words {
+ word = strings.TrimSpace(word)
+ if word == "" {
+ continue
+ }
+ // 转小写（英文）
+ word = strings.ToLower(word)
+ result = append(result, word)
+ }
+
+ return result
+}
diff --git a/views/widgets/header.tpl b/views/widgets/header.tpl
index a0b067bff..41fa0f93b 100644
--- a/views/widgets/header.tpl
+++ b/views/widgets/header.tpl
@@ -21,7 +21,7 @@
-